Differentiable Reasoning about Knowledge Graphs with Region-based Graph Neural Networks.
Aleksandar PavlovicEmanuel SallingerSteven SchockaertPublished in: CoRR (2024)
Keyphrases
- neural network
- graph representation
- graph theory
- graph databases
- weighted graph
- graph matching
- directed graph
- graph structure
- labeled graphs
- graph theoretic
- adjacency matrix
- graph construction
- graph model
- series parallel
- graph mining
- graph structures
- graph classification
- graph theoretical
- subgraph isomorphism
- graph search
- random graphs
- graph clustering
- pattern recognition
- graph representations
- undirected graph
- graph properties
- graph transformation
- graph partitioning
- graph data
- spanning tree
- disk resident
- bipartite graph
- dynamic graph
- minimum spanning tree
- structural pattern recognition
- inexact graph matching
- reachability queries
- graph isomorphism
- average degree
- graph layout
- directed acyclic
- connected dominating set
- graph kernels
- objective function
- evolving graphs
- graph drawing
- dense subgraphs
- random walk
- graph patterns
- planar graphs
- small world
- artificial neural networks
- edge weights
- neighborhood graph
- maximal cliques
- real world graphs
- query graph
- topological information
- proximity graph
- massive graphs
- web graph
- connected components
- structured data
- attributed graphs
- attributed relational graph
- finding the shortest path
- maximum clique
- graph embedding
- back propagation
- association graph
- connected graphs
- adjacency graph
- maximum common subgraph
- community discovery